mvGPS
Causal Inference using Multivariate Generalized Propensity Score
Description
Methods for estimating and utilizing the multivariate generalized propensity score (mvGPS) for multiple continuous exposures described in Williams, J.R, and Crespi, C.M. (2020) <arxiv:2008.13767>. The methods allow estimation of a dose-response surface relating the joint distribution of multiple continuous exposure variables to an outcome. Weights are constructed assuming a multivariate normal density for the marginal and conditional distribution of exposures given a set of confounders. Confounders can be different for different exposure variables. The weights are designed to achieve balance across all exposure dimensions and can be used to estimate dose-response surfaces.
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Show all 14 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | NOTE |
| r-devel-linux-x86_64-debian-gcc | NOTE |
| r-devel-linux-x86_64-fedora-clang | NOTE |
| r-devel-linux-x86_64-fedora-gcc | NOTE |
| r-devel-macos-arm64 | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | NOTE |
| r-oldrel-macos-x86_64 | NOTE |
| r-oldrel-windows-x86_64 | NOTE |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | NOTE |
| r-release-macos-x86_64 | NOTE |
| r-release-windows-x86_64 | OK |
Check details (9 non-OK)
CRAN incoming feasibility
Maintainer: ‘Justin Williams <williazo@ucla.edu>’ Package CITATION file contains call(s) to old-style personList() or as.personList(). Please use c() on person objects instead. The Description field contains Williams, J.R, and Crespi, C.M. (2020) <arxiv:2008.13767>. The methods Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
CRAN incoming feasibility
Maintainer: ‘Justin Williams <williazo@ucla.edu>’ Package CITATION file contains call(s) to old-style personList() or as.personList(). Please use c() on person objects instead. The Description field contains Williams, J.R, and Crespi, C.M. (2020) <arxiv:2008.13767>. The methods Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
dependencies in R code
Namespace in Imports field not imported from: ‘Rdpack’ All declared Imports should be used.
dependencies in R code
Namespace in Imports field not imported from: ‘Rdpack’ All declared Imports should be used.
Rd files
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Check History
NOTE 3 OK · 11 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
CRAN incoming feasibility
Maintainer: ‘Justin Williams <williazo@ucla.edu>’ Package CITATION file contains call(s) to old-style personList() or as.personList(). Please use c() on person objects instead. The Description field contains Williams, J.R, and Crespi, C.M. (2020) <arxiv:2008.13767>. The methods Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
CRAN incoming feasibility
Maintainer: ‘Justin Williams <williazo@ucla.edu>’ Package CITATION file contains call(s) to old-style personList() or as.personList(). Please use c() on person objects instead. The Description field contains Williams, J.R, and Crespi, C.M. (2020) <arxiv:2008.13767>. The methods Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
dependencies in R code
Namespace in Imports field not imported from: ‘Rdpack’ All declared Imports should be used.
dependencies in R code
Namespace in Imports field not imported from: ‘Rdpack’ All declared Imports should be used.
Rd files
checkRd: (-1) bal.Rd:156: Escaped LaTeX specials: \&
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checkRd: (-1) bal.Rd:156: Escaped LaTeX specials: \&
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checkRd: (-1) bal.Rd:156: Escaped LaTeX specials: \&
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checkRd: (-1) bal.Rd:156: Escaped LaTeX specials: \&
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checkRd: (-1) bal.Rd:156: Escaped LaTeX specials: \&
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